Comparing NuPIC to other ML techniques



There have been a lot of calls for comparisons of NuPIC’s CLA to other AI/ML approaches (SVM,deep learning,…) be it in the form of reviewed academic publications, benchmarks on standart datasets etc.

There’s a NPC for that (TODO link)

And here’s first fruit:

Subutai’s CLA-ARIMA (auto-regressive integrated moving average)

data: real world, time-series prediction (hotgym dataset)

Evaluating Real-time Anomaly Detection Algorithms - the Numenta Anomaly Benchmark

October 2015 - (

Continuous online sequence learning with an unsupervised neural network model

December 2015 -

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